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Ming-Yu Qin

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Preprint Oct 2026

PreCoMem: Predictive Cognitive Memory for Self-Evolving Long-Term Dialogue Agents

Long-horizon dialogue agents need to keep user memories stable enough for personalization while adapting when the user genuinely changes. Existing memory systems often append every observation or overwrite old entries by heuristic rules, which makes transient noise hard to distinguish from real belief drift. We introdu...

Jian-Yuan Zhong, Ze-Yu Liu, Ping-Chuan Cao et al. · 0 citations

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